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Query execution time difference between SQLA12 and SQLA17

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We are doing some regression testing in SQLA17. I am executing the same query in both versions, in SQLA12 the execution time is 7 seconds but in SQLA17 is 13 seconds (almost the double of the time). I already ran the sa_flush_cache procedure and updated the statistics of the tables involved in the query. The database in SQLA17 is the same database that was upgraded from version 12 to 17 and both are running in the same server.

It is assumed that version 17 has enhancements, should not degrade response time.

Any idea why this? What else could I do to improve the time in 17?

Thanks

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